Search Results for author: Fan Song

Found 6 papers, 3 papers with code

PPD: A New Valet Parking Pedestrian Fisheye Dataset for Autonomous Driving

no code implementations20 Sep 2023 Zizhang Wu, Xinyuan Chen, Fan Song, Yuanzhu Gan, Tianhao Xu, Jian Pu, Rui Tang

In this paper, wepresent the Parking Pedestrian Dataset (PPD), a large-scale fisheye dataset to support research dealing with real-world pedestrians, especially with occlusions and diverse postures.

Autonomous Driving Data Augmentation +1

ADD: An Automatic Desensitization Fisheye Dataset for Autonomous Driving

no code implementations15 Aug 2023 Zizhang Wu, Chenxin Yuan, Hongyang Wei, Fan Song, Tianhao Xu

The compiled dataset consists of 650K images, including different face and vehicle license plate information captured by the surround-view fisheye camera.

Autonomous Driving License Plate Detection

Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving

no code implementations1 May 2022 Naifan Li, Fan Song, Ying Zhang, Pengpeng Liang, Erkang Cheng

In this work, we propose a systematic study on simple Copy-Paste data augmentation for rare object detection in autonomous driving.

4k Autonomous Driving +4

D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism

1 code implementation10 Feb 2021 Xiangyu Zhao, Peng Zhang, Fan Song, Guangda Fan, Yangyang Sun, Yujia Wang, Zheyuan Tian, Luqi Zhang, Guanglei Zhang

In this paper we propose a dilated dual attention U-Net (D2A U-Net) for COVID-19 lesion segmentation in CT slices based on dilated convolution and a novel dual attention mechanism to address the issues above.

Computed Tomography (CT) Lesion Segmentation +2

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